1 code implementation • 15 Mar 2024 • Yogesh Kumar, Pekka Marttinen
We introduce eCLIP, an enhanced version of the CLIP model that integrates expert annotations in the form of radiologist eye-gaze heatmaps.
no code implementations • 13 Nov 2023 • Yogesh Kumar, S. B. Roy, P. B. Sujit
We formalize theoretically the effect of these filter structures on the system error dynamics.
1 code implementation • CVPR 2023 • Yogesh Kumar, Anand Mishra
Given a query visual relationship as <subject, predicate, object> and a test video, our objective is to localize the subject and object that are connected via the predicate.
no code implementations • 31 Jan 2022 • Tianyu Cui, Yogesh Kumar, Pekka Marttinen, Samuel Kaski
Similarity metrics such as representational similarity analysis (RSA) and centered kernel alignment (CKA) have been used to compare layer-wise representations between neural networks.
no code implementations • 31 Aug 2021 • Yogesh Kumar, Alexander Ilin, Henri Salo, Sangita Kulathinal, Maarit K. Leinonen, Pekka Marttinen
Despite the proven effectiveness of Transformer neural networks across multiple domains, their performance with Electronic Health Records (EHR) can be nuanced.